The songstress was spotted in LA yesterday (November 19) shooting scenes for her latest music video, “I Knew You Were Trouble.” And of course she got to hang out on set with someone super hot like Reeve. Of course! In case you can’t place his name or face, Reeve made it big playing Spider-Man in the Broadway adaptation, and for dating Twilight‘s Ashley Greene.

Reeve and Ashley have since broken up, which probably made it easier to go around cuddling up and being cute with Taylor. Plus, you know Taylor is still riding high from her American Music Awards win and performance, so she’s probably super fun to be around. So which ex is her latest single about?

Although we don’t have any confirmation or denial from her, it’s quite likely that this tune is also about former flame Jake Gyllenhaal. It’s weird, they broke up awhile ago but this album is all about him.

And according to reports, Mr. Gyllenhaal gave her quite an indie music complex–hence the line from “We Are Never Ever Getting Back Together.” Well, we’re assuming it’s Jake. Taylor told Us Weekly, “That all came out of this one relationship I was in. This guy was just, so, so cool. It kind of gave me a bit of a complex for this album, because he was always going on and on about this new band that was so cool because they were so underground.”

Don’t worry Taylor, we think you’re cool even though you’ve hit it big. Launch the gallery to check out all the photos from Taylor’s latest video shoot. What do you guys think of Taylor and Reeve? They’re pretty adorable. Do we smell a new couple on the horizon? Leave us your thoughts in the comments!